2 papers
cs.LG2024
Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities
Jean Marie Tshimula, Mitterrand Kalengayi, Dieumerci Makenga +28
Artificial Intelligence (AI) is revolutionizing various fields, including public health surveillance. In Africa, where health systems frequently encounter challenges such as limite…
cs.LG2024
A Short Survey of Human Mobility Prediction in Epidemic Modeling from Transformers to LLMs
Christian N. Mayemba, D'Jeff K. Nkashama, Jean Marie Tshimula +12
This paper provides a comprehensive survey of recent advancements in leveraging machine learning techniques, particularly Transformer models, for predicting human mobility patterns…